Editor's notes: what I actually use
Not a leaderboard. An operator who uses AI for real work daily, logging what they actually pay for and why. When products change, opinions get updated.
I rebuilt a B2B GEO prompt: AI visibility is a five-layer audit, not a hack
A prompt for auditing B2B sites and Alibaba International stores had the right instinct but treated AI recommendation too much like a promise. After checking public guidance from Google, Op…
Read the noteHow I actually run client background checks with ChatGPT — no fortune-telling
Don't ask AI "is this client legit" — make it show you the evidence. Verify identity, then fit and buying signals, then grade A/B/C/D instead of fake-precise scores. Full working prompt inc…
Read the noteHow good is Codex really? I re-ran my trade workflow — no, it's not "100x"
A trade operator's real division of labor: ChatGPT thinks, researches, writes and draws; Codex touches files, batches, builds tools and maintains. Use platform bulk-upload tools instead of…
Read the noteThe AI I actually recommend in 2026 — from real use, not benchmarks
One subscription? Still ChatGPT Plus. Images: ChatGPT first, Doubao fine in China. Video: Seedance 2.0 first pick, MiniMax H3 closing fast. Claude is strong but hard to access from mainland…
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